视觉大模型 / VLM - arXivDaily 专题

2503.19386 2025-07-31 cs.CV eess.SP 85%

Exploring Textual Semantics Diversity for Image Transmission in Semantic Communication Systems using Visual Language Model

Peishan Huang, Dong Li

机构 * School of Computer Science and Engineering, Macau University of Science and Technology（计算机科学与工程学院，澳门科技大学）

专题命中 VLM训练与架构：visual language model(title,abstract)；VLM(abstract)；LLaVA(abstract)；分类 cs.CV

2507.22469 2025-07-31 cs.CV cs.AI cs.LG 85%

Visual Language Models as Zero-Shot Deepfake Detectors

Viacheslav Pirogov

专题命中 VLM训练与架构：visual language model(title)；vision language model(abstract)；VLM(abstract)；分类 cs.CV、cs.AI、cs.LG

Comments Accepted to the ICML 2025 Workshop on Reliable and Responsible Foundation Models

2507.22304 2025-07-31 cs.CR 85%

Invisible Injections: Exploiting Vision-Language Models Through Steganographic Prompt Embedding

Chetan Pathade

专题命中 VLM训练与架构：vision-language model(title,abstract)；VLM(abstract)；LLaVA(abstract)

Comments 14 Pages

2507.22431 2025-07-31 cs.CV 83%

HQ-CLIP: Leveraging Large Vision-Language Models to Create High-Quality Image-Text Datasets and CLIP Models

Zhixiang Wei, Guangting Wang, Xiaoxiao Ma, Ke Mei, Huaian Chen, Yi Jin, Fengyun Rao

机构 * University of Science and Technology of China（中国科学技术大学）； WeChat Vision, Tencent Inc.（腾讯公司）

专题命中 VLM训练与架构：vision-language model(title,abstract)；VLM(abstract)；分类 cs.CV

2507.21391 2025-07-31 cs.CV cs.AI cs.CL 80%

Multimodal LLMs as Customized Reward Models for Text-to-Image Generation

Shijie Zhou, Ruiyi Zhang, Huaisheng Zhu, Branislav Kveton, Yufan Zhou, Jiuxiang Gu, Jian Chen, Changyou Chen

机构 * University at Buffalo（布法罗大学）； Adobe Research（Adobe研究）； Pennsylvania State University（宾夕法尼亚州立大学）

专题命中 VLM训练与架构：LLaVA(abstract,comments)；multimodal large language model(abstract)；MLLM(abstract)；分类 cs.CV、cs.AI

Comments Accepted at ICCV 2025. Code available at https://github.com/sjz5202/LLaVA-Reward

2507.22076 2025-07-31 cs.LG 70%

Test-time Prompt Refinement for Text-to-Image Models

Mohammad Abdul Hafeez Khan, Yash Jain, Siddhartha Bhattacharyya, Vibhav Vineet

机构 * Florida Institute of Technology（佛罗里达理工学院）； Microsoft Research（微软研究院）

专题命中 VLM训练与架构：multimodal large language model(abstract)；MLLM(abstract)；分类 cs.LG

Comments Accepted to ICCV 2025, MARS2 Workshop. Total 14 pages, 12 figures and 3 tables

2507.22003 2025-07-31 cs.CV 57%

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs

Ziyun Dai, Xiaoqiang Li, Shaohua Zhang, Yuanchen Wu, Jide Li

专题命中 VLM训练与架构：vision-language model(abstract)；分类 cs.CV

Comments Accepted by ACM MM25

Journal ref 33rd ACM International Conference on Multimedia 2025

2507.22100 2025-07-31 cs.CV 57%

Trade-offs in Image Generation: How Do Different Dimensions Interact?

Sicheng Zhang, Binzhu Xie, Zhonghao Yan, Yuli Zhang, Donghao Zhou, Xiaofei Chen, Shi Qiu, Jiaqi Liu, Guoyang Xie, Zhichao Lu

机构 * Khalifa University（卡利法大学）； The Chinese University of Hong Kong（香港中文大学）； Queen Mary University of London（伦敦大学玛丽女王学院）； Xi’an Jiaotong-Liverpool University（西安交通大学利物浦大学）； City University of Hong Kong（香港城市大学）

专题命中 VLM训练与架构：VLM(abstract)；分类 cs.CV

Comments Accepted in ICCV 2025, Codebase: https://github.com/fesvhtr/TRIG

1. VLM训练与架构 8 篇